Math 413/513 - Linear Algebra I
Dr. Radu C. Cascaval

 

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Notes
 
       
 
  Lecture 1   Mon 8/23 | Introduction. Vector spaces  
 
  Lecture 2   Wed 8/25 | Subspaces  
 
  Lecture 3   Mon 8/30 | Linear Combinations. Span of a Set  
 
  Lecture 4   Wed 9/1 | Linear Dependence and Linear Independence  
 
  Lecture 5   Wed 9/8 | Bases and Dimension  
 
  Lecture 6   Mon 9/13 | Replacement Theorem  
 
  Lecture 7   Wed 9/15 | Linear Transformations  
 
  Lecture 8   Mon 9/20 | Matrix Representation of Linear Transformations  
 
  Lecture 9   Wed 9/22 | Composition of Linear Transformations.  
 
  Lecture 10   Mon 9/27 | Invertible Transformations. Isomorphisms. Rank of a Matrix  
 
  Lecture 11   Wed 9/29 | Change of Bases.  
 
  Lecture 12   Mon 10/4 | Review for Exam 1  
          Wed 10/6 | Exam 1  
 
  Lecture 13   Mon 10/11 | Eigenvalues and Eigenvectors  
 
  Lecture 14   Wed 10/13 | Diagonalizability  
 
  Lecture 15   Mon 10/18 | Diagonalizability (cont)  
 
  Lecture 16   Wed 10/20 | Cayley - Hamilton Theorem  
 
  Lecture 17   Mon 10/25 | Inner Product Spaces  
 
  Lecture 18   Wed 10/27 | Gram-Schmidt Ortogonalization  
 
  Lecture 19   Mon 11/1 | Gram-Schmidt (cont.) and Applications  
 
  Lecture 20   Wed 11/3 | Orthogonal Complement. Orthogonal Projection  
 
  Lecture 21   Mon 11/8 | Adjoint of a Linear Transformation  
 
  Lecture 22   Wed 11/10 | Normal and Self Adjoint Operators  
 
  Lecture 23   Mon 11/15 | Take Home Exam 2. Unitary and Orthogonal Operators  
 
  Lecture 24   Wed 11/17 | Orthogonal Projections. Spectral Theorem  
 
  Lecture 25   Mon 11/22 | Singular Value Decomposition  
 
  Lecture 26   Mon 11/29 | Jordan Canonical Form  
 
  Lecture 27   Wed 12/1 | Jordan Canonical Form (cont)  
 
  Lecture 28   Mon 12/6 | Polar Decomposition and Jordan Canonical Form (cont)  
 
  Lecture 29   Wed 12/8 | Similar Matrices and Minimal Polynomial